Introduction to Artificial Intelligence 人工智慧概論
Our FB group: Taipei Tech 人工智慧概論
Topic | Learning Objectives | Slides | Code | Video | Updated | |
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Textbooks & Reference |
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2020/3/27 | ||||
1 | Past, Present, and Future of AI 人工智慧的前世今生與未來 |
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2020/3/27 | ||
2 | Machine Learning 機器怎麼學習? |
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2020/4/4 | ||
3 | Applied Math 機器學習中的數學 |
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2020/4/11 | ||
Simple Python Tutorial on Colab 無痛Python程式教學 |
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2020/3/19 | ||||
4 | Supervised Learning 監督式學習 |
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classifiers regressors |
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2020/4/18 | |
5 | Unsupervised Learning 非監督式學習 |
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2020/4/23 | ||
Mock Exam 期中考模擬考題 |
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演講: 陳昇瑋 人工智慧在臺灣:產業轉型的契機與挑戰 |
slide |
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2019/7/31 | |||
6 | TensorFlow & Keras 深度學習開發框架簡介 |
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IMDB_review financial_news house_pricing |
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2020/5/28 | |
7 | Convolutional Neural Networks (CNN) and Image Recognition 捲積神經網路與影像辨識 |
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2020/6/6 | ||
8 | Natural Language Processing (NLP) 自然語言處理 |
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2020/5/28 | ||
9 | RNN & LSTM 遞迴式神經網路 |
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2020/6/11 | ||
10 | Speech Recognition 語音辨識 |
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11 | Generative Adversarial Networks (GAN) AI藝術大師 - 生成對抗網路 |
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2020/6/18 | |||
12 | Deep Reinforcement Learning (DRL) 擊敗棋王 - 深度強化學習 |
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2020/4/18 | ||
13 | Training a ChatBot 空虛、寂寞、覺得冷? 訓練自己的聊天機器人 |
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Neural Networks & Deep Learning 免費的AI訓練工具 |
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